A dataset for applying graphical Innovative Trend Analysis and statistical methods like the Sequential Mann-Kendall test to identify trends and change points in time series data. The dataset is associated with research by Sandeep Kumar Patakamuri and references foundational works in hydrology and climatology. It is hosted on the paperswithcode platform.
Use Cases
- Identifying significant trend changes in environmental time series based on the Sequential Mann-Kendall test.
- Graphically examining monotonic trends in data using the Innovative Trend Analysis method.
- Locating and assessing the significance of change points using distribution-free cumulative sum charts.
Strengths
- Dataset is grounded in established statistical methods referenced in peer-reviewed literature.
- Focuses on specific, well-documented analytical techniques for time series.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count and file format are unknown, which may limit suitability assessment.
- Last update date is unknown; freshness unverified.
Provenance
- Source
- paperswithcode